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A multi container ML app (1/3): Docker

 Posted on September 11, 2022

Building a translation app by putting together 3 containerized microservices: a Flask frontend, a FastAPI backend and a MySQL database. Let’s skim through the development process and the containerization. Also covered: Docker registry and CI/CD with GitHub Actions. [Read More]
docker  container  api  nlp  database  flask  fastapi  python  sql  ci/cd  registry 

Build a real-time stream of air quality data with Apache Kafka

 Posted on August 10, 2022

Let’s build a data stream with Kafka today! We will retrieve air quality data using the World Air Quality Index project’s API, then push it on a Kafka cluster. [Read More]
kafka  stream  API  data engineering  distributed  http  request  air  cluster 

Vincent Le Goualher  • © 2023  •  VLG Data Engineering

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